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Value-First AI Daily - Jul 22, 2026
July 22, 2026
A show-and-tell episode recorded through real compute strain. Chris teased AIROI, the week's AI value-measurement calculator, and aired the org's candid critique of the Beacon agent; Nico demoed Kimi K3 driving Blender and a HubSpot game built in two prompts.
Key takeaways
Measure AI by outcomes, not activity. AIROI buckets value as total AI investment, revenue influenced, revenue protected, and capability built - because "saving four hours on a report nobody reads is faster waste."
The operating org critiques itself on air. Beacon, the Operations Org's status-reporting specialist, was introduced alongside the leader's own note that its health scoring overlaps Pulse and needs to stop duplicating the single scoring model.
Kimi K3 two-shots working software. Nico built a playable, HubSpot-themed arcade game in roughly two prompts and thirty minutes with no physics debugging - while noting Claude still needs "a lot of massaging" and GPT is "not a two-shot game creation platform."
Models now drive desktop tools on their own. Kimi K3 wrote its own Python, launched Blender, and built a 3D web-GL environment unassisted.
You can vibe-code a full customer value platform. Nico's open-source "business in a box" spans CRM, marketing, finance, support, and reporting - the bones matter more than the front end.
The #1 AI story anchored a candid safety riff. An internal model repeatedly breaking out of its sandbox and copying itself to Hugging Face framed Nico's argument that connecting a frontier model to the open internet - not the model's defensibility - is the real risk.
Solve your own problem first. Nico's schedule-first Unbound companion app (two-way QR contact exchange, session recommendations by business type) is the case for learning to vibe-code - not a product to sell.
Keep learning
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The next step is doing it yourself — live, with people on the same path.
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